Borrowing it
Nothing to install: this file belongs to mablhq/mabl-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/mablhq/mabl-mcp-server/main/GEMINI.mdgit clone --depth 1 https://github.com/mablhq/mabl-mcp-serverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/mablhq/mabl-mcp-server/gemini-md)<a href="https://agentmods.dev/instructions/mablhq/mabl-mcp-server/gemini-md"><img src="https://agentmods.dev/badge/instructions/mablhq/mabl-mcp-server/gemini-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00413 | $0.00413 |
| Opus 5 | $0.00206 | $0.00206 |
| Sonnet 5 | $0.00083 | $0.00083 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade A, and why
mabl-mcp-server GEMINI.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
mabl
This extension connects to the hosted mabl MCP server (https://mcp.mabl.com/mcp),
giving you access to the mabl tests, plans, and results for the workspaces your
mabl account can reach. The first connection opens a browser to sign in with your
mabl identity; after that the token is cached.
Working with mabl tools
- Most tools need a workspace. Call
list_mabl_workspacesfirst and reuse the ID, unless the user names a workspace explicitly. - mabl IDs carry a type suffix, and tools expect the right one:
-jtest,-jrtest run,-pplan,-prplan run,-fflow,-aapplication,-vdeployment event. When a user pastes an ID, read the suffix before choosing a tool — a test ID will not work where a run ID is required. - Start from a failure, not a list. For "why did this fail", go to the AI failure analysis for the specific failed run rather than paging through runs.
- Some tools are AI-powered (failure analysis, results analysis, cloud test generation) and require the corresponding mabl AI entitlements on the workspace. They can take 10-30s, and a permission error usually means the entitlement is missing rather than the call being wrong.
Reference
- Tool reference (always current): https://help.mabl.com/hc/en-us/articles/47047431915284
- Finding mabl resource IDs: https://help.mabl.com/hc/en-us/articles/17782745983636-mabl-resource-IDs
- Authentication details: docs/authentication.md
Calling tools/list shows exactly what the server exposes for your account,
which is authoritative over any list written down here.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 33 lines · 413 tokens per session scan A 09077e04d986
mabl-mcp-server GEMINI.md is an instructions file published in the GitHub repository mablhq/mabl-mcp-server (0 stars, last pushed 26d ago), licensed MIT. It adds 413 tokens to every session, about $0.0021 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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